{"data":{"slug":"nirdiamant-genai-agents","name":"GenAI_Agents","tagline":"50+ tutorials and implementations for Generative AI Agent techniques","github_url":"https://github.com/NirDiamant/GenAI_Agents","owner":"NirDiamant","repo":"GenAI_Agents","owner_avatar_url":"https://avatars.githubusercontent.com/u/28316913?v=4","primary_language":"Jupyter Notebook","stars":23814,"forks":3999,"topics":["agentic-ai","agents","ai","ai-agents","autonomous-agents","genai","generative-ai","langchain","langgraph","llm","llms","machine-learning","mcp","multi-agent","multi-agent-systems","openai","python","rag","tutorials"],"archived":false,"github_pushed_at":"2026-08-15T00:52:09+00:00","maintenance_label":"Very active","stars_delta_30d":529,"url":"https://www.graphcanon.com/tools/nirdiamant-genai-agents","markdown_url":"https://www.graphcanon.com/tools/nirdiamant-genai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/nirdiamant-genai-agents","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=nirdiamant-genai-agents","description":"50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.","homepage_url":"https://diamant-ai.com","license":"Other","open_issues":9,"watchers":271,"ai_summary":"Repository contains extensive tutorials and code implementations covering a range of AI agent techniques from basic conversational bots to complex multi-agent systems.","readme_excerpt":"## Getting Started\n\nTo begin exploring and building GenAI agents:\n\n1. Clone this repository:\n   ```\n   git clone https://github.com/NirDiamant/GenAI_Agents.git\n   ```\n2. Navigate to the technique you're interested in:\n   ```\n   cd all_agents_tutorials/technique-name\n   ```\n3. Follow the detailed implementation guide in each technique's notebook.\n\n---\n\n## License\n\nThis project is licensed under a custom non-commercial license - see the [LICENSE](LICENSE) file for details.\n\n---\n\n📖 *Go deeper on RAG: **[RAG Made Simple](https://europe-west1-rag-techniques-views-tracker.cloudfunctions.net/rag-techniques-tracker?notebook=genai-agents--readme&click=book-buy-amazon-rag-cta&target=https%3A%2F%2Fwww.amazon.com%2Fdp%2FB0GWDH8JJL%3Fmaas%3Dmaas_adg_api_580351185840460851_static_9_573%26ref_%3Daa_maas%26tag%3Dmaas%26aa_campaignid%3Drag-en%26aa_adgroupid%3Dgithub-readme%26aa_creativeid%3Dbook-section&retarget=0&text=book-buy-amazon-rag-cta)** by the author of this repo (Amazon bestseller, ⭐ 4.6) · [read Chapter 1 free](https://europe-west1-rag-techniques-views-tracker.cloudfunctions.net/rag-techniques-tracker?notebook=genai-agents--readme&click=free-chapter&target=https%3A%2F%2Fdiamant-ai.com%2Frag-made-simple%2Fchapter-1&retarget=0&text=free-chapter).*\n\n⭐️ If you find this repository helpful, please consider giving it a star!\n\nKeywords: GenAI, Generative AI, Agents, NLP, AI, Machine Learning, Natural Language Processing, LLM, Conversational AI, Task-Oriented AI","github_created_at":"2024-09-09T20:10:19+00:00","created_at":"2026-07-07T17:32:54.901796+00:00","updated_at":"2026-08-17T00:01:40.155579+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"}],"tags":[{"slug":"agentic-ai","name":"agentic-ai"},{"slug":"agents","name":"agents"},{"slug":"ai-agents","name":"ai-agents"},{"slug":"autonomous-agents","name":"autonomous-agents"},{"slug":"genai","name":"genai"},{"slug":"generative-ai","name":"generative-ai"},{"slug":"langchain","name":"langchain"},{"slug":"llm","name":"llm"}],"trust":{"provenance":{"is_fork":false,"github_id":854807707,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-17T00:01:39.415Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":0,"days_since_push":1,"last_release_at":null,"stars_delta_30d":529,"open_issues_delta_30d":2},"security_summary":{"status":"no_manifest","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T10:59:54.791Z","medium_count":0,"scan_profile":"mcp_manifest","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-08-17T00:01:39.884Z"},"languages":{"value":["jupyter notebook"],"source":"github.language","observed_at":"2026-08-17T00:01:39.884Z"},"license_spdx":{"value":"Other","source":"github.license","observed_at":"2026-08-17T00:01:39.884Z"}},"decision_facts":{"hosting":{"model":"self_hosted","summary":"Repository is self-hosted, allowing complete control over version history and access."},"pricing":null,"requirements":null,"constraints":{"persona":"developer_harness","hosting_model":"self_hosted"},"when_to_use":["You need extensive, practical guidance in creating a wide range of AI agents from basic conversational bots to complex systems.","You are looking for open-source resources that cover both theoretical insights and real-world applications using Jupyter Notebooks.","Your project involves implementing multi-agent systems where detailed tutorials and implementations can significantly speed up development."],"when_not_to_use":["If your project requires only a shallow understanding of AI agents, as GenAI_Agents offers comprehensive and in-depth content which might be overwhelming for quick-start projects or beginners.","You are focusing solely on the theoretical aspects without practical implementation. 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